1 At a glance

2 Population characteristics

This dataset include 1139 unique individuals.

Descriptive

Demographics at initial visit
Characteristic N = 1,1391
gender
    femme 627 (55%)
    homme 512 (45%)
occupation
    Agriculteur 315 (30%)
    Autre 115 (11%)
    Enfant 183 (18%)
    Étudiant 45 (4.3%)
    Femme au foyer 208 (20%)
    Fonctionnaire d'Etat 14 (1.3%)
    Minier 18 (1.7%)
    Personne d'affaire 44 (4.2%)
    Professeur/Universitaire 10 (1.0%)
    Professionnel de santé 89 (8.5%)
age_years 29 (20, 40)
nombre_visite 1.00 (1.00, 1.00)
temperature 36.40 (36.10, 36.70)
frequence_respiratoire 18.50 (18.00, 20.00)
frequence_cardiaque 80 (73, 90)
poids_kg 53 (45, 60)
taille_cm 153 (149, 158)
nombre_visite_psychologique 1.00 (1.00, 1.00)
diabete_Nutrition 0 (0%)
hypertension 0 (0%)
surpoids 0 (0%)
obesite 0 (0%)
1 n (%); Median (IQR)

Variables structure de sante need clean up/harmonization

Number of participants through time

Visits

2.0.1 At a glance

Number of visits
1139 rows x 1 cols
Column Plot Overview Missing Mean Median SD
num_visit 0.0% 17.9 19.0 5.8

Participants underwent a mean of 17.94 visits (min=1, max=44).

2.0.2 Distribution

Duration of follow-up

2.0.3 At a glance

Duration of follow up (years)
1139 rows x 1 cols
Column Plot Overview Missing Mean Median SD
Follow up duration (years) 0.1% 2.1 1.9 0.8

Participants were followed for a mean duration of 2.14 years (min=0.03, max=4.52).


For the Complications and Comorbidities, I considered any report during the study period as a yes.


3 Comorbidities

3.1 Overall

3.2 By age groups

4 Complications

4.1 Overall

4.2 By age groups

5 Missingness

Original dataset with 2 months bin

Original dataset with 6 months bin

6 Evaluation des méthodes

Scenarios proposés:

Original dataset

Filling all

Filling by time period

Comparison

Prevalence comparison at 12 months

7 Clinical evaluation

Dichotomized variables overtime

Clinical variables
When several visits in a time bin, the last one is carried forward
Characteristic 6 months, N = 1,1101 12 months, N = 1,1181 18 months, N = 1,1441 24 months, N = 8711 36 months, N = 1911
rougeur_oculaire 27 (2.5%) 25 (2.2%) 11 (1.0%) 4 (0.5%) 1 (0.5%)
flou_visuel 46 (4.2%) 44 (3.9%) 31 (2.7%) 25 (2.9%) 15 (7.9%)
sensation_grattage 70 (6.4%) 53 (4.8%) 37 (3.2%) 20 (2.3%) 29 (15%)
eblouissement 5 (0.5%) 1 (<0.1%) 2 (0.2%) 0 (0%) 2 (1.0%)
douleur_mobilisation_globe_oculaire 9 (0.8%) 6 (0.5%) 11 (1.0%) 9 (1.0%) 1 (0.5%)
photophobie_vision 48 (4.4%) 26 (2.3%) 27 (2.4%) 17 (2.0%) 5 (2.6%)
injection_conjonctivale_rouge 13 (1.2%) 8 (0.7%) 3 (0.3%) 1 (0.1%) 1 (0.5%)
ictere_conjonctival_jaune 5 (0.5%) 2 (0.2%) 1 (<0.1%) 0 (0%) 3 (1.6%)
sensibilite_lumiere 26 (2.4%) 7 (0.6%) 3 (0.3%) 2 (0.2%) 4 (2.1%)
nystagmus 5 (0.5%) 0 (0%) 1 (<0.1%) 0 (0%) 0 (0%)
cou 5 (26%) 5 (13%) 8 (13%) 6 (11%) 1 (6.3%)
sacro_iliaque 3 (23%) 3 (11%) 3 (7.7%) 3 (8.6%) 0 (0%)
epaule 1 (7.7%) 1 (3.7%) 1 (2.6%) 1 (2.9%) 0 (0%)
genou 4 (29%) 5 (18%) 6 (15%) 6 (17%) 3 (30%)
genou_gauche 2 (67%) 3 (75%) 3 (60%) 4 (80%) 2 (67%)
genou_droit 0 (0%) 1 (33%) 2 (50%) 0 (0%) 2 (100%)
gonflement_cheville 3 (25%) 5 (19%) 7 (18%) 8 (22%) 2 (20%)
cheville_gauche 1 (33%) 1 (25%) 1 (20%) 2 (40%) 1 (50%)
cheville_droite 1 (33%) 2 (40%) 3 (50%) 4 (57%) 0 (0%)
gonflement_doigt 1 (7.7%) 1 (3.8%) 1 (2.6%) 1 (2.9%) 1 (11%)
gonflement_poignet 0 (0%) 0 (0%) 1 (2.9%) 1 (3.0%) 2 (22%)
etic_autres 0 (0%) 0 (0%) 0 (0%) 0 (0%) 0 (0%)
abdomen_sensible 3 (0.3%) 5 (0.4%) 10 (0.9%) 12 (1.4%) 13 (6.8%)
foie_palpable 3 (0.3%) 1 (<0.1%) 0 (0%) 2 (0.2%) 0 (0%)
rate_palpable 1 (<0.1%) 1 (<0.1%) 1 (<0.1%) 0 (0%) 0 (0%)
oedeme_membres_superieur 1 (<0.1%) 1 (<0.1%) 0 (0%) 0 (0%) 0 (0%)
oedeme_membres_inferieur 1 (<0.1%) 0 (0%) 0 (0%) 0 (0%) 1 (0.5%)
souffles 0 (0%) 3 (0.3%) 2 (0.2%) 3 (0.3%) 0 (0%)
deplacement_choc_pointe 0 (0%) 0 (0%) 1 (<0.1%) 0 (0%) 0 (0%)
oedeme_extremite_inferieure 0 (0%) 0 (0%) 0 (0%) 0 (0%) 0 (0%)
turgescence_veine_jugulaire 1 (<0.1%) 1 (<0.1%) 1 (<0.1%) 0 (0%) 0 (0%)
murmures_vesiculaires 712 (66%) 789 (71%) 728 (64%) 527 (61%) 81 (42%)
rales_auscultation 2 (0.2%) 6 (0.5%) 5 (0.4%) 3 (0.3%) 0 (0%)
sifflement 5 (0.5%) 4 (0.4%) 3 (0.3%) 2 (0.2%) 0 (0%)
eruption_cutanee 19 (1.8%) 20 (1.8%) 23 (2.0%) 10 (1.2%) 5 (2.6%)
tonus_musculaire NA (NA, NA) NA (NA, NA) NA (NA, NA) NA (NA, NA) NA (NA, NA)
troubles_sensitifs 30 (100%) 9 (100%) 9 (100%) 6 (100%) 1 (100%)
troubles_equilibre_coordination_mouvements 44 (100%) 43 (100%) 23 (100%) 19 (100%) 5 (100%)
troubies_sommeil 36 (100%) 28 (100%) 30 (100%) 17 (100%) 21 (100%)
trouble_langage 13 (100%) 10 (100%) 3 (100%) 1 (100%) 2 (100%)
1 n (%); Median (IQR)

Other variables

Other variables
Only baseline data are shown
Characteristic N = 1,1391
marche
    autres (typer) 3 (0.3%)
    impossible 5 (0.6%)
    normale 880 (98%)
    soutenue 6 (0.7%)
    spastique 1 (0.1%)
    Unknown 244
duree_actuelle_tonus_musculaire
    1 0 (0%)
    3 1 (20%)
    35 1 (20%)
    6 0 (0%)
    permanent 2 (40%)
    ras 0 (0%)
    variable 1 (20%)
    Unknown 1,134
type_tonus_musculaire
    hypotrophy 0 (0%)
    hypotrophy of the right upper limb 0 (0%)
    muscle atrophy 0 (0%)
    myasthenia 1 (100%)
    post-stroke 0 (0%)
    right hemiparesis 0 (0%)
    right upper limb 0 (0%)
    Unknown 1,138
bicipital
    exagérés 0 (0%)
    hyporeflexique 0 (0%)
    normal 888 (100%)
    Unknown 251
force_musculaire
    abolie 2 (0.2%)
    conservée 888 (99%)
    diminuée 9 (1.0%)
    Unknown 240
duree_actuelle_force_musculaire
    1 month 1 (50%)
    10 month 0 (0%)
    permanent 1 (50%)
    with aging 0 (0%)
    Unknown 1,137
duree_actuelle_equilibre_coordination_mouvement
    10 months 0 (0%)
    12 months 0 (0%)
    16 months 0 (0%)
    2 months 1 (20%)
    2 years 0 (0%)
    3 jours 0 (0%)
    3 months 1 (20%)
    3 years 0 (0%)
    Permanent 2 (40%)
    Variable 1 (20%)
    Unknown 1,134
duree_actuelle_trouble_langage
    1 monht 1 (33%)
    2 weeks 0 (0%)
    3 months 0 (0%)
    3 years 0 (0%)
    4 days 0 (0%)
    permanent 1 (33%)
    ras 1 (33%)
    Unknown 1,136
1 n (%)

Initial evaluation

8 Clinical presentation overtime

When several visits in a time bin, the last visit is carried forward.

First 9 months cases

Select which period(s) you want to consider I *excluded signs present in ≤2 individuals**.

Overall

## structure(c(3L, 4L, 5L, 8L, 7L, 6L, 1L, 9L, 2L, NA), levels = c("Below 1", 
## "1 to ≤5", "6 to ≤15", "16 to ≤25", "26 to ≤35", "36 to ≤45", 
## "46 to ≤55", "56 to ≤65", "Above 65"), class = "factor")

Below 1 year old

1 to 5 years old

6-15 years old

16-25 years old

26-35 years old

46-55 years old

56-65 years old

36-45 years old

Above 65 years old

Male only

Female only

First 3 years

Overall

Male only

Female only

9 Psychological evaluation

Within the first 3 months

Overall

Male only

Female only

At 12 months

Overall

Male only

Female only

At 24 months

Overall

Male only

Female only

10 Psychological evaluation : QALY impact

At 6 months

At 12 months

At 18 months

At 24 months

At 36 months

12 Disease burden

12 months

24 months

36 months

13 Exploration analyses: clustering

data prep and grouping

The parameters used:

  • Threshold to drop variable: 99%

At which step of the pre-processing do I set the NAs to zero, in the instances we want to do so? For now it is after source selection and dropping those with >80% NA

13.1 MCA

Number of dimensions

Kaiser criterion: select dimensions with eigenvalue > 1.

When all eigenvalues are below 1 in an MCA analysis, it means that there is no clear evidence of a dominant factor that explains most of the variability in the data. In which case, it is not appropriate to select the number of factors based on the Kaiser criterion.

n_dim <- which(eigen$cumulative.variance.percent > 80)[1]

In such case I choose to select enough dimensions to explain 80% of the variability, ie here N dimensions = 11.

This needs to be discussed


fviz_screeplot(mca_1)

# Perform MCA analysis on data with variable names
mca_2 <- MCA(data_mca[, -c(1)], graph = FALSE, ncp = n_dim)
# mca_2 <- MCA(data_mca, graph = FALSE, ncp = n_dim)
# mca_lab_2 <- MCA(data_mca_lab[, -c(1)], graph = FALSE, ncp = n_dim)

# Perform MCA analysis on data with labels
mca_lab_2 <- MCA(data_mca_lab[, -c(1)], graph = FALSE, ncp = n_dim)

13.1.1 MCA dimentions description

Dim 1

# Plot variable contribution
fviz_contrib(mca_2, choice = "var", axes = 1)

Dim 2

# Plot variable contribution
fviz_contrib(mca_lab_2, choice = "var", axes = 2)

Dim 3

# Plot variable contribution
fviz_contrib(mca_lab_2, choice = "var", axes = 3)

Dim 4

# Plot variable contribution
fviz_contrib(mca_lab_2, choice = "var", axes = 4)

MCA projection

HCA

For now, the number of clusters automatically chosen based on highest relative loss of inertia (i(clusters n+1)/i(cluster n)).

Inertia measures how spread out the data points within each cluster are. It is defined as the sum of the squared distances between each data point and the centroid of the cluster to which it has been assigned. Lower values of inertia indicate that the data points are closer to their respective centroids, implying more compact clusters, whereas higher values suggest that the data points are more spread out from the centroids, indicating less coherent clusters.

13.2 Cluster composition

Main clusters

Symptom frequency by cluster

Symptom frequency by cluster

Other cluster numbers

Symptom frequency by cluster

Symptom frequency by cluster

Symptom frequency by cluster

Symptom frequency by cluster

Symptom frequency by cluster

Symptom frequency by cluster

Symptom frequency by cluster

Symptom frequency by cluster


Overview of the other data and distribution.


14 Other variables

14.1 Symptoms

Mix of categorized and ordinal

Fever

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
fievre
[factor]
1. non
2. oui
19921 (95.4%)
966 ( 4.6%)
20887
(98.6%)
303
(1.4%)
fievre_q1
[factor]
1. non
2. oui
1432 (27.0%)
3881 (73.0%)
5313
(25.1%)
15877
(74.9%)
fievre_q2
[factor]
1. non
2. oui
3681 (89.9%)
413 (10.1%)
4094
(19.3%)
17096
(80.7%)
fievre_q3
[factor]
1. non
2. oui
889 (23.4%)
2912 (76.6%)
3801
(17.9%)
17389
(82.1%)
fievre_q4
[factor]
1. non
2. oui
503 (13.4%)
3251 (86.6%)
3754
(17.7%)
17436
(82.3%)
fievre_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
1551 (51.1%)
1376 (45.3%)
109 ( 3.6%)
3036
(14.3%)
18154
(85.7%)

Tiredness

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
fatigue
[factor]
1. non
2. oui
19152 (91.7%)
1732 ( 8.3%)
20884
(98.6%)
306
(1.4%)
fatigue_q1
[factor]
1. non
2. oui
2388 (27.8%)
6200 (72.2%)
8588
(40.5%)
12602
(59.5%)
fatigue_q2
[factor]
1. non
2. oui
1096 (17.1%)
5329 (82.9%)
6425
(30.3%)
14765
(69.7%)
fatigue_q3
[factor]
1. non
2. oui
200 ( 3.4%)
5662 (96.6%)
5862
(27.7%)
15328
(72.3%)
fatigue_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
2630 (46.6%)
2688 (47.7%)
321 ( 5.7%)
5639
(26.6%)
15551
(73.4%)

Other similar variables:

Similar variables include fievre, fatigue, faiblesse, anorexie, mal_de_gorge, maux_de_tete, nausee, douleurs_thoraciques, difficulte_respiratoire, difficulte_avaler, douleurs_abdominales, diarrhee, vomissement, troubles_sommeil, engourdissement_extremites, sueur_froide, stress, perte_equilibre, rhumato, douleurs_musculaires, douleurs_lombaires, autre_rhumato, ophtalmo..

Symptoms with free text

For example the variable autre_med_generale includes 56 unique entries such as NA, RAS, Non, Perte de mémoire, confusion, Eternuement, Perte de mémoire, Insomnie, INSOMNIE, PRURIT ANALE, ND.

Similar variables include autre_med_generale, autre_rhumato, autre_ophtalmo, autre_orl, autre_symptome_clinique, autre_complication_cte, autre_maladie_anterieure, autre_symptome_vision, autre_uro_genital, autre_gonflement_articulaire_1, autre_gonflement_articulaire_2, autre_gonflement_articulaire_3, autre_pulmonaire, autre_raison_pas_regle_apres_ebola, autre_test_laboratoire..

14.2 Psychological evaluation

Ordinal psychological symptoms

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
maux_de_tete_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
945 ( 7.6%)
6816 (55.1%)
4610 (37.3%)
12371
(58.4%)
8819
(41.6%)
maux_destomac_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
494 ( 8.2%)
3170 (52.4%)
2384 (39.4%)
6048
(28.5%)
15142
(71.5%)
fatigue_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
1410 (10.4%)
7065 (52.0%)
5122 (37.7%)
13597
(64.2%)
7593
(35.8%)
tristesse_douleur_morale_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
848 ( 6.9%)
6983 (57.0%)
4430 (36.1%)
12261
(57.9%)
8929
(42.1%)
retrait_social_isolement_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
705 (13.6%)
2630 (50.8%)
1845 (35.6%)
5180
(24.4%)
16010
(75.6%)
pensees_suicidaires_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
214 (10.3%)
946 (45.7%)
912 (44.0%)
2072
(9.8%)
19118
(90.2%)
fort_sentiment_de_culpabilite_honte_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
601 ( 8.7%)
3092 (45.0%)
3183 (46.3%)
6876
(32.4%)
14314
(67.6%)
problemes_de_sommeil_recurrents_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
636 ( 8.4%)
4293 (56.6%)
2661 (35.1%)
7590
(35.8%)
13600
(64.2%)
difficulte_dendormissement_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
838 ( 9.8%)
4551 (53.4%)
3139 (36.8%)
8528
(40.2%)
12662
(59.8%)
manque_dappetit_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
480 ( 7.1%)
4199 (62.0%)
2090 (30.9%)
6769
(31.9%)
14421
(68.1%)
perturbations_sexuelles_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
408 ( 7.9%)
2310 (45.0%)
2419 (47.1%)
5137
(24.2%)
16053
(75.8%)
symptomes_danxiete_frequents_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
484 ( 6.5%)
3429 (46.1%)
3527 (47.4%)
7440
(35.1%)
13750
(64.9%)
sentiment_que_lavenir_est_bouche_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
489 ( 7.1%)
2777 (40.6%)
3575 (52.3%)
6841
(32.3%)
14349
(67.7%)
difficulte_reprendre_activites_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
384 ( 7.1%)
2301 (42.7%)
2703 (50.2%)
5388
(25.4%)
15802
(74.6%)
hyper_vigilance_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
111 ( 6.8%)
643 (39.2%)
886 (54.0%)
1640
(7.7%)
19550
(92.3%)
reaction_sursaut_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
178 (15.8%)
650 (57.6%)
300 (26.6%)
1128
(5.3%)
20062
(94.7%)
comportement_agite_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
222 (10.9%)
819 (40.1%)
1002 (49.0%)
2043
(9.6%)
19147
(90.4%)
souvenirs_repetitifs_situations_liees_a_ebola_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
1071 ( 8.7%)
5455 (44.1%)
5854 (47.3%)
12380
(58.4%)
8810
(41.6%)
reves_repetitifs_lies_a_ebola_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
586 (12.0%)
1744 (35.8%)
2542 (52.2%)
4872
(23.0%)
16318
(77.0%)
abus_dalcool_ou_substance_psy_q5
[ordered, factor]
1. pas du tout
2. un peu
3. beaucoup
108 ( 7.2%)
631 (42.3%)
752 (50.4%)
1491
(7.0%)
19699
(93.0%)
rappel_evenement_ebola_ravivait_sentiment
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
12742 (62.8%)
3156 (15.6%)
3313 (16.3%)
789 ( 3.9%)
275 ( 1.4%)
20275
(95.7%)
915
(4.3%)
se_reveille_nuit_regulierement
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
14196 (70.0%)
2261 (11.1%)
2666 (13.1%)
937 ( 4.6%)
221 ( 1.1%)
20281
(95.7%)
909
(4.3%)
differente_chose_fait_penser_a_ebola
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
8616 (42.5%)
3833 (18.9%)
4652 (22.9%)
2869 (14.1%)
312 ( 1.5%)
20282
(95.7%)
908
(4.3%)
irritable_et_colere
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
11679 (57.6%)
3012 (14.9%)
2854 (14.1%)
2364 (11.7%)
373 ( 1.8%)
20282
(95.7%)
908
(4.3%)
pensee_et_rappelle_me_bouleverse
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
13102 (64.6%)
3125 (15.4%)
3175 (15.7%)
729 ( 3.6%)
151 ( 0.7%)
20282
(95.7%)
908
(4.3%)
sans_vouloir_je_repense_a_ebola
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
8373 (41.3%)
4833 (23.9%)
4780 (23.6%)
2275 (11.2%)
0 ( 0.0%)
20261
(95.6%)
929
(4.4%)
avoir_impression_ebola_n_est_jamais_arrive
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
18183 (89.7%)
975 ( 4.8%)
661 ( 3.3%)
364 ( 1.8%)
99 ( 0.5%)
20282
(95.7%)
908
(4.3%)
tenir_loi_decequi_fait_penser
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
15587 (76.9%)
2706 (13.3%)
1298 ( 6.4%)
569 ( 2.8%)
113 ( 0.6%)
20273
(95.7%)
917
(4.3%)
image_evenement_ebola_surgissent_dans_ma_tete
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
9375 (46.2%)
4285 (21.1%)
3869 (19.1%)
2577 (12.7%)
171 ( 0.8%)
20277
(95.7%)
913
(4.3%)
nerveux_sursaute_facilement
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
13419 (66.2%)
3435 (16.9%)
2291 (11.3%)
965 ( 4.8%)
167 ( 0.8%)
20277
(95.7%)
913
(4.3%)
essayer_pas_y_penser
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
15401 (75.9%)
2678 (13.2%)
1529 ( 7.5%)
594 ( 2.9%)
78 ( 0.4%)
20280
(95.7%)
910
(4.3%)
conscient_avoir_emotion_ebola
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
11274 (55.6%)
4266 (21.0%)
3650 (18.0%)
977 ( 4.8%)
111 ( 0.5%)
20278
(95.7%)
912
(4.3%)
sentiment_ebola_fige
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
10121 (49.9%)
4478 (22.1%)
4068 (20.1%)
1542 ( 7.6%)
59 ( 0.3%)
20268
(95.6%)
922
(4.4%)
reaction_comme_pendant_ebola
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
16498 (81.4%)
1983 ( 9.8%)
1347 ( 6.6%)
381 ( 1.9%)
64 ( 0.3%)
20273
(95.7%)
917
(4.3%)
mal_a_mendormir
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
15062 (74.3%)
1992 ( 9.8%)
2021 (10.0%)
1129 ( 5.6%)
67 ( 0.3%)
20271
(95.7%)
919
(4.3%)
sentiments_intenses_a_propos_debola
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
12019 (59.3%)
3273 (16.1%)
3574 (17.6%)
1289 ( 6.4%)
125 ( 0.6%)
20280
(95.7%)
910
(4.3%)
effacer_ebola_de_ma_memoire
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
12643 (62.3%)
3644 (18.0%)
2947 (14.5%)
970 ( 4.8%)
76 ( 0.4%)
20280
(95.7%)
910
(4.3%)
mal_a_me_concentrer
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
11897 (58.7%)
3161 (15.6%)
2893 (14.3%)
2212 (10.9%)
105 ( 0.5%)
20268
(95.6%)
922
(4.4%)
ce_qui_rappelle_ebola_cause_reaction_physique
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
17210 (84.9%)
1778 ( 8.8%)
894 ( 4.4%)
353 ( 1.7%)
45 ( 0.2%)
20280
(95.7%)
910
(4.3%)
reve_ebola
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
17059 (84.1%)
2091 (10.3%)
775 ( 3.8%)
279 ( 1.4%)
76 ( 0.4%)
20280
(95.7%)
910
(4.3%)
etre_aux_aguets
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
17193 (84.8%)
2059 (10.2%)
779 ( 3.8%)
186 ( 0.9%)
64 ( 0.3%)
20281
(95.7%)
909
(4.3%)
essayer_pas_en_parler
[ordered, factor]
1. pas du tout
2. un peu
3. moyennement
4. beaucoup
5. extremement
16771 (82.7%)
2293 (11.3%)
924 ( 4.6%)
216 ( 1.1%)
71 ( 0.4%)
20275
(95.7%)
915
(4.3%)
plaisir_faire_des_choses
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
14060 (69.3%)
4512 (22.2%)
1201 ( 5.9%)
506 ( 2.5%)
20279
(95.7%)
911
(4.3%)
triste_sans_espoir_ou_deprime
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
12422 (61.3%)
4450 (21.9%)
2789 (13.8%)
619 ( 3.1%)
20280
(95.7%)
910
(4.3%)
difficulte_a_sendormir_dormir_ou_dormir_trop
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
14083 (69.4%)
3850 (19.0%)
2088 (10.3%)
260 ( 1.3%)
20281
(95.7%)
909
(4.3%)
fatigue_ou_peu_denergie
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
11851 (58.4%)
5417 (26.7%)
2382 (11.7%)
627 ( 3.1%)
20277
(95.7%)
913
(4.3%)
changement_dans_lappetit
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
12708 (62.7%)
2458 (12.1%)
4288 (21.2%)
817 ( 4.0%)
20271
(95.7%)
919
(4.3%)
mal_a_propos_de_vous_ou_que_vous_avez_laisse_tomber_votre_famille
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
15687 (77.4%)
3023 (14.9%)
1316 ( 6.5%)
250 ( 1.2%)
20276
(95.7%)
914
(4.3%)
difficulte_concentration_quotidienne
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
13503 (66.6%)
4546 (22.4%)
1960 ( 9.7%)
271 ( 1.3%)
20280
(95.7%)
910
(4.3%)
inquiet_tendu_anxieux
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
10319 (50.9%)
5376 (26.5%)
3900 (19.2%)
685 ( 3.4%)
20280
(95.7%)
910
(4.3%)
bouger_ou_parler_si_lentement_que_dautre
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
18281 (90.2%)
1645 ( 8.1%)
274 ( 1.4%)
78 ( 0.4%)
20278
(95.7%)
912
(4.3%)
sensation_etre_mieux_etant_mort_ou_penser_a_vous_faire_mal
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
19026 (93.8%)
916 ( 4.5%)
273 ( 1.3%)
62 ( 0.3%)
20277
(95.7%)
913
(4.3%)
douleurs_qui_ont_rendu_difficile_activite_quotidienne
[ordered, factor]
1. pas du tout
2. un peu
3. la plus part du temps
4. tout le temps
12962 (63.9%)
4345 (21.4%)
2400 (11.8%)
568 ( 2.8%)
20275
(95.7%)
915
(4.3%)
impact_sur_activite_relation
[ordered, factor]
1. pas du tout difficile
2. un peu
3. tres difficile
4. extremement difficile
0 ( 0.0%)
15268 (100.0%)
0 ( 0.0%)
0 ( 0.0%)
15268
(72.1%)
5922
(27.9%)

Dichotomized psychological symptoms

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
a_eu_maladie_et_assiste_mort_proche
[factor]
1. non
2. oui
697 ( 3.4%)
19558 (96.6%)
20255
(95.6%)
935
(4.4%)
ressenti_peur_intense
[factor]
1. non
2. oui
6082 (30.0%)
14161 (70.0%)
20243
(95.5%)
947
(4.5%)
souvenirs_repetitifs_et_envahissants_epidemie
[factor]
1. non
2. oui
10726 (53.0%)
9526 (47.0%)
20252
(95.6%)
938
(4.4%)
reve_repetitif_epidemie_provoquant_sentiment_detresse
[factor]
1. non
2. oui
15938 (78.7%)
4309 (21.3%)
20247
(95.5%)
943
(4.5%)
impression_revivre_scene_epidemie
[factor]
1. non
2. oui
16390 (80.9%)
3864 (19.1%)
20254
(95.6%)
936
(4.4%)
sentiment_detresse_lorsque_exposition_evenement_epidemie
[factor]
1. non
2. oui
13344 (65.9%)
6909 (34.1%)
20253
(95.6%)
937
(4.4%)
effort_eviter_pensee_traumatisme
[factor]
1. non
2. oui
13808 (68.2%)
6446 (31.8%)
20254
(95.6%)
936
(4.4%)
effort_eviter_activite_qui_eveillent_souvenir_traumatisme
[factor]
1. non
2. oui
14224 (70.2%)
6032 (29.8%)
20256
(95.6%)
934
(4.4%)
incapacite_deserappeler_aspect_important_epidemie
[factor]
1. non
2. oui
16692 (82.4%)
3563 (17.6%)
20255
(95.6%)
935
(4.4%)
reduction_interet_pour_activite_valeur_significative_epidemie
[factor]
1. non
2. oui
17575 (86.8%)
2680 (13.2%)
20255
(95.6%)
935
(4.4%)
sentiment_detachement_par_rapport_autre
[factor]
1. non
2. oui
17321 (85.5%)
2928 (14.5%)
20249
(95.6%)
941
(4.4%)
restriction_affect
[factor]
1. non
2. oui
17120 (84.5%)
3133 (15.5%)
20253
(95.6%)
937
(4.4%)
sentiment_avenir_bouche
[factor]
1. non
2. oui
15540 (76.7%)
4708 (23.3%)
20248
(95.6%)
942
(4.4%)
difficulte_endormissement
[factor]
1. non
2. oui
16237 (80.1%)
4022 (19.9%)
20259
(95.6%)
931
(4.4%)
instabilite_ou_exces_de_colere
[factor]
1. non
2. oui
13821 (68.2%)
6439 (31.8%)
20260
(95.6%)
930
(4.4%)
difficulte_concentration
[factor]
1. non
2. oui
14135 (69.8%)
6125 (30.2%)
20260
(95.6%)
930
(4.4%)
hyper_vigilance
[factor]
1. non
2. oui
19618 (96.8%)
643 ( 3.2%)
20261
(95.6%)
929
(4.4%)
reaction_sursaut_exagere
[factor]
1. non
2. oui
19695 (97.2%)
563 ( 2.8%)
20258
(95.6%)
932
(4.4%)
sentir_limite_en_raison_sante
[factor]
1. autres
2. non
3. oui
388 ( 1.9%)
11046 (54.5%)
8821 (43.5%)
20255
(95.6%)
935
(4.4%)
suivi_psychologique_necessaire
[factor]
1. non
2. oui
2589 (12.8%)
17671 (87.2%)
20260
(95.6%)
930
(4.4%)
refere_pour_des_soins_appropries
[factor]
1. non
2. oui
19916 (99.0%)
209 ( 1.0%)
20125
(95.0%)
1065
(5.0%)
presentation_des_troubles_psychologiques
[factor]
1. non
2. oui
7076 (35.2%)
13036 (64.8%)
20112
(94.9%)
1078
(5.1%)

14.3 Social

Dichotomized

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
bien_integre_dans_communaute
[factor]
1. non
2. oui
1241 ( 6.1%)
19034 (93.9%)
20275
(95.7%)
915
(4.3%)
stigmatise_par_la_communaute
[factor]
1. non
2. oui
18856 (93.0%)
1419 ( 7.0%)
20275
(95.7%)
915
(4.3%)
soutenu_par_la_famille
[factor]
1. non
2. oui
869 ( 4.3%)
19406 (95.7%)
20275
(95.7%)
915
(4.3%)
soutenu_par_les_autres
[factor]
1. non
2. oui
1819 ( 9.0%)
18459 (91.0%)
20278
(95.7%)
912
(4.3%)
visite_reguliere_famille_et_ami
[factor]
1. non
2. oui
2041 (10.1%)
18234 (89.9%)
20275
(95.7%)
915
(4.3%)
reprendre_activite_habituelle
[factor]
1. non
2. oui
4000 (19.8%)
16252 (80.2%)
20252
(95.6%)
938
(4.4%)

Semi-ordinal

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
blesse_par_reaction_des_gens
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
4422 (21.8%)
203 ( 1.0%)
15642 (77.2%)
20267
(95.6%)
923
(4.4%)
arret_relation_sociale
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
3632 (17.9%)
381 ( 1.9%)
16256 (80.2%)
20269
(95.7%)
921
(4.3%)
perdre_ami_a_cause_debola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
3807 (18.8%)
285 ( 1.4%)
16177 (79.8%)
20269
(95.7%)
921
(4.3%)
faire_attention_pour_info_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
3184 (15.7%)
302 ( 1.5%)
16781 (82.8%)
20267
(95.6%)
923
(4.4%)
inquietude_sur_propagation_davoir_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
3141 (15.5%)
324 ( 1.6%)
16804 (82.9%)
20269
(95.7%)
921
(4.3%)
mauvaise_perception_sur_moi_acause_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
2845 (14.0%)
299 ( 1.5%)
17119 (84.5%)
20263
(95.6%)
927
(4.4%)
sensation_detre_sale_acause_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
2799 (13.8%)
339 ( 1.7%)
17127 (84.5%)
20265
(95.6%)
925
(4.4%)
me_sentir_mauvais_acause_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
2473 (12.2%)
345 ( 1.7%)
17450 (86.1%)
20268
(95.6%)
922
(4.4%)
personne_ayant_ebola_est_repoussable
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
3617 (17.9%)
507 ( 2.5%)
16139 (79.6%)
20263
(95.6%)
927
(4.4%)
peur_des_gens_ayant_eu_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
4591 (22.7%)
396 ( 2.0%)
15282 (75.4%)
20269
(95.7%)
921
(4.3%)
rejet_des_personnes_ayant_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
4239 (20.9%)
395 ( 1.9%)
15635 (77.1%)
20269
(95.7%)
921
(4.3%)
traitement_personne_ayant_eu_ebola_comme_paria
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
2396 (11.8%)
598 ( 3.0%)
17264 (85.2%)
20258
(95.6%)
932
(4.4%)
mal_alaise_au_milieu_des_gens_ayant_eu_ebola
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
2368 (11.7%)
434 ( 2.1%)
17464 (86.2%)
20266
(95.6%)
924
(4.4%)
personne_ayant_eu_ebola_est_sale
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
1815 ( 9.0%)
643 ( 3.2%)
17806 (87.9%)
20264
(95.6%)
926
(4.4%)
rejet_personne_ayant_ebola_par_autre
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
2491 (12.3%)
353 ( 1.7%)
17419 (86.0%)
20263
(95.6%)
927
(4.4%)
personne_ayant_eu_ebola_ne_doit_pas_soccuper_des_enfants
[factor]
1. d’accord
2. ne sait pas
3. pas d’accord
2072 (10.2%)
409 ( 2.0%)
17783 (87.8%)
20264
(95.6%)
926
(4.4%)

14.4 Pregnancy and menstruation

Dichotomized

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
vouloir_etre_enceinte_apres_cte
[factor]
1. non
2. nsp
3. oui
5544 (74.4%)
979 (13.1%)
927 (12.4%)
7450
(35.2%)
13740
(64.8%)
enceinte_apres_cte
[factor]
1. non
2. oui
5344 (83.0%)
1097 (17.0%)
6441
(30.4%)
14749
(69.6%)
resultat_chaque_grossesse
[factor]
1. résultats 1765 (100.0%) 1765
(8.3%)
19425
(91.7%)
grossesse_1
[factor]
1. résultats 1052 (100.0%) 1052
(5.0%)
20138
(95.0%)
resultat_grossesse_1
[factor]
1. accouchement voies basses
2. autres
3. avortement provoqué
4. césarienne
5. fausse couche
327 (41.3%)
237 (30.0%)
45 ( 5.7%)
97 (12.3%)
85 (10.7%)
791
(3.7%)
20399
(96.3%)
resultat_naissance_grossesse_1
[factor]
1. autres
2. bébé en bonne santé
3. mort-né
4. prématuré - décès un mois
5. prématuré vivant
226 (38.8%)
289 (49.6%)
28 ( 4.8%)
34 ( 5.8%)
6 ( 1.0%)
583
(2.8%)
20607
(97.2%)
grossesse_2
[factor]
1. résultats 142 (100.0%) 142
(0.7%)
21048
(99.3%)
resultat_grossesse_2
[factor]
1. accouchement voies basses
2. autre
3. avortement provoqué
4. césarienne
5. fausse couche
9 (12.3%)
21 (28.8%)
14 (19.2%)
23 (31.5%)
6 ( 8.2%)
73
(0.3%)
21117
(99.7%)
allaitement_apres_cte
[factor]
1. non
2. oui
6200 (88.5%)
804 (11.5%)
7004
(33.1%)
14186
(66.9%)
raison_non_allaitement
[factor]
1. autre, préciser
2. j’avais peur à cause de m
3. je n’ai pas assez de lait
4. on m’a dit que je ne deva
5449 (89.5%)
171 ( 2.8%)
83 ( 1.4%)
387 ( 6.4%)
6090
(28.7%)
15100
(71.3%)
description_cycle_menstruel_avant_ebola
[factor]
1. autre préciser
2. je n’avais pas mes règles
3. moins d’une fois par mois
4. plus d’une fois par mois
5. une fois par mois
509 ( 8.8%)
218 ( 3.8%)
142 ( 2.5%)
287 ( 5.0%)
4603 (79.9%)
5759
(27.2%)
15431
(72.8%)
raison_pas_regle_avant_ebola
[factor]
1. autre préciser
2. j’allaitais
3. j’étais enceinte
4. je prenais des médicament
5. mes règles se sont arrêté
6. mes règles se sont arrêté
1041 (37.2%)
133 ( 4.8%)
610 (21.8%)
136 ( 4.9%)
337 (12.1%)
539 (19.3%)
2796
(13.2%)
18394
(86.8%)
description_cycle_menstruel_apres_ebola
[factor]
1. autre preciser
2. je n’ai pas eu mes règles
3. moins’d’une fois par mois
4. plus d’une fois par mois
5. une fois par mois
449 ( 8.4%)
217 ( 4.0%)
118 ( 2.2%)
227 ( 4.2%)
4351 (81.1%)
5362
(25.3%)
15828
(74.7%)
debut_regle_apres_cte
[factor]
1. résultats 4646 (100.0%) 4646
(21.9%)
16544
(78.1%)
changement_couleur_regle
[factor]
1. non
2. oui
4074 (95.4%)
196 ( 4.6%)
4270
(20.2%)
16920
(79.8%)
decrire_couleur_regle
[factor]
1. Abondante
2. ABONDAT
3. ACTUEL
4. Bright red
5. caillot
6. l’eau
7. LE MOIS SUIVANT LA GUERIS
8. MECROPASQUE
9. menopose
10. Menorrhagia
[ 7 others ]
1 ( 0.4%)
20 ( 8.1%)
16 ( 6.5%)
43 (17.5%)
2 ( 0.8%)
1 ( 0.4%)
4 ( 1.6%)
1 ( 0.4%)
1 ( 0.4%)
11 ( 4.5%)
146 (59.3%)
246
(1.2%)
20944
(98.8%)
flux_regles_differents
[factor]
1. non
2. oui
3738 (88.8%)
472 (11.2%)
4210
(19.9%)
16980
(80.1%)
raison_pas_regle_apres_ebola
[factor]
1. autre préciser
2. autre. préciser
3. j’allaitais
4. j’étais enceinte
5. je prenais des médicament
6. mes régies se sont arrêté
7. mes règles se sont arrêté
606 (23.0%)
329 (12.5%)
151 ( 5.7%)
533 (20.2%)
136 ( 5.2%)
519 (19.7%)
361 (13.7%)
2635
(12.4%)
18555
(87.6%)

Numeric

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
nombre_grossesse_apres_cte
numeric
Mean (sd) : 1 (0.5)
min < med < max:
0 < 1 < 4
IQR (CV) : 0 (0.5)
0 : 88 ( 8.9%)
1 : 818 (83.0%)
2 : 67 ( 6.8%)
3 : 4 ( 0.4%)
4 : 8 ( 0.8%)
985
(4.6%)
20205
(95.4%)
duree_grossesse_1
numeric
Mean (sd) : 6 (3)
min < med < max:
0 < 6 < 14
IQR (CV) : 6 (0.5)
12 distinct values 832
(3.9%)
20358
(96.1%)
duree_grossesse_2
numeric
Mean (sd) : 5.5 (2.9)
min < med < max:
1 < 6 < 9
IQR (CV) : 6.2 (0.5)
1 : 8 (11.1%)
2 : 10 (13.9%)
3 : 3 ( 4.2%)
4 : 2 ( 2.8%)
5 : 12 (16.7%)
6 : 4 ( 5.6%)
7 : 13 (18.1%)
8 : 1 ( 1.4%)
9 : 19 (26.4%)
72
(0.3%)
21118
(99.7%)

14.5 Laboratory

Numeric

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
cmd_np
numeric
Min : 0
Mean : 0.4
Max : 37
0 : 1037 (99.0%)
37 : 10 ( 1.0%)
1047
(4.9%)
20143
(95.1%)
gp_sperme
numeric
Mean (sd) : 0.2 (1.6)
min < med < max:
0 < 0 < 39.1
IQR (CV) : 0 (8.8)
5 distinct values 712
(3.4%)
20478
(96.6%)
np_sperme
numeric
Mean (sd) : 0.2 (2.5)
min < med < max:
0 < 0 < 42.7
IQR (CV) : 0 (11.6)
6 distinct values 698
(3.3%)
20492
(96.7%)
resultat_alt_sgpt
numeric
Mean (sd) : 22.6 (13.3)
min < med < max:
10 < 19 < 87
IQR (CV) : 14 (0.6)
17 distinct values 166
(0.8%)
21024
(99.2%)
resultat_ast_sgo
numeric
Mean (sd) : 33.6 (11.2)
min < med < max:
21 < 31 < 63
IQR (CV) : 13 (0.3)
17 distinct values 166
(0.8%)
21024
(99.2%)
resultat_bilirubine
numeric
Mean (sd) : 0.9 (0.3)
min < med < max:
0.4 < 1 < 1.4
IQR (CV) : 0.5 (0.4)
10 distinct values 166
(0.8%)
21024
(99.2%)
resultat_creatinine
numeric
Mean (sd) : 1 (0.8)
min < med < max:
0.2 < 0.8 < 4.2
IQR (CV) : 0.6 (0.8)
14 distinct values 186
(0.9%)
21004
(99.1%)
resultat_potassium
numeric
Mean (sd) : 4.6 (3.8)
min < med < max:
2.5 < 4.1 < 40
IQR (CV) : 0.5 (0.8)
18 distinct values 180
(0.8%)
21010
(99.2%)
resultat_uree
numeric
Mean (sd) : 8.5 (2.3)
min < med < max:
5 < 8 < 17
IQR (CV) : 2 (0.3)
5 : 11 ( 5.9%)
6 : 9 ( 4.8%)
7 : 59 (31.7%)
8 : 23 (12.4%)
9 : 42 (22.6%)
10 : 8 ( 4.3%)
11 : 2 ( 1.1%)
12 : 21 (11.3%)
13 : 9 ( 4.8%)
17 : 2 ( 1.1%)
186
(0.9%)
21004
(99.1%)
resultat_glucose
numeric
Mean (sd) : 90.1 (16.8)
min < med < max:
10 < 90 < 122
IQR (CV) : 16 (0.2)
26 distinct values 183
(0.9%)
21007
(99.1%)
resultat_calcium
numeric
Mean (sd) : 67.8 (39.3)
min < med < max:
9 < 84 < 142
IQR (CV) : 51 (0.6)
9 : 13 (12.9%)
10 : 11 (10.9%)
40 : 13 (12.9%)
84 : 15 (14.9%)
86 : 4 ( 4.0%)
91 : 20 (19.8%)
97 : 1 ( 1.0%)
98 : 7 ( 6.9%)
99 : 12 (11.9%)
142 : 5 ( 5.0%)
101
(0.5%)
21089
(99.5%)
resultat_sodium
numeric
Mean (sd) : 135 (5)
min < med < max:
129 < 134 < 167
IQR (CV) : 5.5 (0)
14 distinct values 179
(0.8%)
21011
(99.2%)
resultat_wbc
numeric
Mean (sd) : 5779.8 (1544.8)
min < med < max:
3600 < 5400 < 11000
IQR (CV) : 1350 (0.3)
24 distinct values 168
(0.8%)
21022
(99.2%)
resultat_fl
numeric
Mean (sd) : 6566 (16685)
min < med < max:
4.4 < 48 < 57435.7
IQR (CV) : 45.5 (2.5)
33 distinct values 163
(0.8%)
21027
(99.2%)
resultat_hematocrite
numeric
Mean (sd) : 40 (7.3)
min < med < max:
13.7 < 40 < 88.7
IQR (CV) : 3.6 (0.2)
27 distinct values 157
(0.7%)
21033
(99.3%)
resultat_hemoglobine
numeric
Mean (sd) : 14.9 (4.1)
min < med < max:
4.2 < 14.4 < 38
IQR (CV) : 2.1 (0.3)
27 distinct values 162
(0.8%)
21028
(99.2%)
resultat_plaquettes
numeric
Mean (sd) : 207574.5 (227486.4)
min < med < max:
19 < 188000 < 1612000
IQR (CV) : 270200 (1.1)
34 distinct values 157
(0.7%)
21033
(99.3%)
gp_lait_allaitante_sortie_cte [MV 1]
numeric
Mean (sd) : 13.5 (19.3)
min < med < max:
0 < 0 < 44.7
IQR (CV) : 37.5 (1.4)
15 distinct values 177
(0.8%)
21013
(99.2%)
np_lait_allaitante_sortie_cte [MV 1]
numeric
Mean (sd) : 18.3 (17.9)
min < med < max:
0 < 29.6 < 40.2
IQR (CV) : 35.5 (1)
20 distinct values 177
(0.8%)
21013
(99.2%)

Factors

Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
gp
[factor]
1. negatif
2. positif
18152 (91.3%)
1732 ( 8.7%)
19884
(93.8%)
1306
(6.2%)
np
[factor]
1. negatif
2. positif
18145 (91.3%)
1739 ( 8.7%)
19884
(93.8%)
1306
(6.2%)
tdr_palu
[factor]
1. négatif
2. positif
2033 (91.8%)
181 ( 8.2%)
2214
(10.4%)
18976
(89.6%)
grossesse
[factor]
1. négatif
2. positif
847 (83.9%)
163 (16.1%)
1010
(4.8%)
20180
(95.2%)
test_vih
[factor]
1. indétermine
2. négatif
3. non fait
4. positif
5 ( 0.6%)
733 (85.5%)
68 ( 7.9%)
51 ( 6.0%)
857
(4.0%)
20333
(96.0%)
serologie_resultat_ebola
[factor]
1. indétermine
2. négatif
3. non fait
4. positif
1 ( 0.0%)
2402 (89.1%)
14 ( 0.5%)
278 (10.3%)
2695
(12.7%)
18495
(87.3%)